SSW Sydney

SSW Sydney We deliver scalable and extensible custom solutions with the future in mind. Follow our main page at https://www.facebook.com/SSW.page

Our solutions improve businesses' bottom lines, with real-time savings and long-term value.

18/09/2026

What happens when 10,000 AI agents tackle a mathematical problem together?

Ulysses explores how agent swarms could take on challenges that have stumped people for generations. Instead of one agent working alone, thousands of specialised agents can collaborate, share context and tackle different parts of the problem.

That same approach could extend beyond mathematics into drug discovery, where solving complex problems at scale could have real implications for health.

▶️ Watch more AI news:
https://www.youtube.com//shorts

17/09/2026

Astra or Fable: which one should developers actually use?

Ulysses Maclaren and Josh Berman explore why the answer may depend on the task. Astra can suit high-stakes work where there is little room for error, while familiar models may still fit smaller, repetitive tasks and established debugging workflows.

Switching coding harnesses also means weighing up skills, rules, and plan limits.
The best workflow may not be picking one winner. It may be knowing which model deserves each task.

▶️ Watch AI news: https://www.youtube.com//shorts

16/09/2026

Are we at the tipping point for real AGI?

Ulysses Maclaren explores two signs: AI helping with alignment research, and AI systems contributing to the development of newer AI systems.

That raises the possibility of recursive self-improvement. But even if AI capabilities accelerate quickly, organisations and the economy may need much longer to adapt. In coding, the bottleneck can move from writing code to testing, requirements, and product decisions.

So where should humans stay in the loop?

Want more AI news? https://www.youtube.com//shorts

16/09/2026

If no one has used the model in the real world yet, what do its benchmark scores actually tell us?

Meta’s latest model is posting impressive numbers for speed, price, and capability. But benchmarks are only one part of the picture. Until people can try it in their day-to-day work, it is hard to know whether those results translate into a model they’ll actually want to use.

Are benchmarks enough, or do you need real-world experience first?

▶️ Watch more AI news: https://www.youtube.com//shorts

15/09/2026

Being on call can mean getting woken up before anyone knows what went wrong.

Ulysses Maclaren and Levi Jackson discuss how an Azure AI agent could investigate first: diagnose the problem, triage the incident, and ask a person for help when needed.

They also look at the guardrails needed before giving agents more access to critical systems.

Watch more AI News: https://www.youtube.com//shorts

15/09/2026

Imagine explaining what you need a machine to do in everyday language.

Ulysses Maclaren and Levi Jackson discuss how AI could make that possible for smaller manufacturers, and why connecting agents to real equipment raises a much bigger safety question.

From laser alignment to automated labs, watch their look at the possibilities and the guardrails.

Want more AI News?
https://www.youtube.com//shorts

Tomorrow at SSW Melbourne: Will customers still find your business when people search with AI? 👀Jack Bear is joining Mel...
14/09/2026

Tomorrow at SSW Melbourne: Will customers still find your business when people search with AI? 👀

Jack Bear is joining Melbourne NETUG in person for “Getting Found in the Age of AI”.

Jack is the founder and CEO of Norg AI and specialises in AI infrastructure and the “answer economy”. He’ll explore the shift from traditional SEO to AI-powered search, and what it means for your brand’s visibility.

🍕 Pizza and networking from 6:00 pm
🎙️ Jack’s talk begins at 6:45 pm

This is your last chance to register - join us in person for pizza, AI conversations, and Jack’s talk.

Register now: https://www.ssw.com.au/events/2026/getting-found-in-the-age-of-ai

Can’t make it to Melbourne? Watch live: https://www.ssw.com.au/live

11/09/2026

Why would a company spend millions building an AI model when so many models are already available?

Ulysses Maclaren and Levi Jackson use Thomson Reuters' investment to explore the question. One possible answer is the company's own data: information that other businesses simply don't have.

What's your take? To build or not to build.

For more AI news: https://www.youtube.com//shorts

11/09/2026

How dependent is your development workflow on one AI coding tool?

Ulysses Maclaren and Levi Jackson discuss the competition between model providers and coding platforms, using Cursor, Codex and Claude Code as examples. The question goes beyond which model performs best: it also involves where developers choose to do their work.

Uly argues that the tools are becoming increasingly similar, which can make switching platforms easier. For developers building a workflow around one agent, that offers a useful angle on the lock-in question.

Do you agree?

Will customers still find your business when they start searching with AI? 👀 Join Jack Bear on Wednesday 16 September fo...
10/09/2026

Will customers still find your business when they start searching with AI? 👀

Join Jack Bear on Wednesday 16 September for “Getting Found in the Age of AI”, a look at how online discovery is shifting from traditional SEO to AI-powered search.

Jack is an Australian technology founder and consultant specialising in AI infrastructure and the “answer economy”. As founder and CEO of Norg AI, he is building operating systems for AI agents.

Jack will be presenting in person at SSW Melbourne - 🍕 6:00 pm for Pizza and networking

Melbourne NETUG members, come along in person for pizza, AI conversations and Jack’s talk.

Join us in person: https://www.ssw.com.au/events/2026/getting-found-in-the-age-of-ai

Or watch live: https://www.ssw.com.au/live

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